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PRSM

tool_recommend

Active

Tool of gapup-mcp

declared in 0.2.0

Cross-tool recommendation system: given a free-text intent, returns the most appropriate tools from the 170+ Gapup MCP catalogue, ranked by confidence, with pre-filled input suggestions and an optimal multi-tool chain when applicable. Use this first when you are unsure which tool to call — it navigates the full catalogue for you. Supports 15+ static pre-designed chains for frequent intents (M&A due diligence, sanctions screening, ESG 360, AI Act compliance, FTO patent clearance, crypto wallet tracking, etc.). Domains: compliance | finance | intel | legal | content | data | trade | infra. Pure compute — $0.01/call, no external fetch. Ideal as a first call in any multi-step agent workflow.

Parameters schema

{
  "type": "object",
  "required": [
    "intent"
  ],
  "properties": {
    "lang": {
      "type": "string",
      "description": "Optional ISO 639-1 language hint (fr, en, de, zh, es …). Used for language-aware boosting."
    },
    "async": {
      "type": "boolean",
      "description": "If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts."
    },
    "domain": {
      "enum": [
        "compliance",
        "finance",
        "intel",
        "legal",
        "content",
        "data",
        "trade",
        "infra"
      ],
      "type": "string",
      "description": "Optional domain hint to boost tools in this category."
    },
    "intent": {
      "type": "string",
      "description": "Free-text description of what you want to accomplish. E.g. 'Run a full M&A due diligence on Acme Corp' or 'Je veux vérifier qu'un fournisseur n'est pas sous sanctions OFAC'. FR/EN/DE/ZH supported."
    },
    "max_results": {
      "type": "number",
      "description": "Max number of recommendations returned (1-10). Default 5."
    },
    "include_chain": {
      "type": "boolean",
      "description": "Whether to include a suggested_chain of tools in the optimal sequence. Default true. Chain is always included for well-known intents (M&A, compliance, ESG, etc.)."
    }
  }
}

What this tool wraps· 0 endpoints

min confidence0.700.50

No endpoints wrapped at confidence ≥ 0.50.

Parent server

gapup-mcp

https://github.com/getgapup/gapup-mcp-public

2/7 registries
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